Dodgers Loop Sensor
Donated on 11/30/2006
Loop sensor data was collected for the Glendale on ramp for the 101 North freeway in Los Angeles
Dataset Characteristics
Multivariate, Time-Series
Subject Area
Other
Associated Tasks
-
Feature Type
Categorical, Integer
# Instances
50400
# Features
-
Dataset Information
Additional Information
This loop sensor data was collected for the Glendale on ramp for the 101 North freeway in Los Angeles. It is close enough to the stadium to see unusual traffic after a Dodgers game, but not so close and heavily used by game traffic so that the signal for the extra traffic is overly obvious. NOTE: This is an on ramp near the stadium so event traffic BEGINS at or near the END of the event time. The observations were taken over 25 weeks, 288 time slices per day (5 minute count aggregates). The goal is to predict the presence of a baseball game at Dodgers stadium
Has Missing Values?
Yes
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| no | |||||
| no | |||||
| no |
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Additional Variable Information
1. Date: MM/DD/YY 2. Time: (H)H:MM (military time) 3. Count: Number of cars measured for the previous five minutes Rows: Each five minute time slice is represented by one row For .events file: 1. Date: MM/DD/YY 2. Begin event time: HH:MM:SS (military) 3. End event time: HH:MM:SS (military) 4. Game attendance 5. Away team 6. W/L score
Dataset Files
| File | Size |
|---|---|
| Dodgers.data | 938.9 KB |
| CalIt2.data | 218.2 KB |
| Dodgers.events | 4 KB |
| Dodgers.names | 2 KB |
| CalIt2.names | 1.7 KB |
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset dodgers_loop_sensor = fetch_ucirepo(id=157) # data (as pandas dataframes) X = dodgers_loop_sensor.data.features y = dodgers_loop_sensor.data.targets # metadata print(dodgers_loop_sensor.metadata) # variable information print(dodgers_loop_sensor.variables)
Hutchins, J. (2006). Dodgers Loop Sensor [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C51P50.
Creators
Jon Hutchins
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.